I am currently compiling a list of the most basic strategies used in algorithmic trading.
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Trend Following (+Momentum)
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MA Cross
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EMA Cross
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MACD (ingpawat)
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RSI / LRSI (Mike_Trdw)
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New Low or High
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ATR (Away-Box793)
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VWAP
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Seasonal
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Sell in May and Stay away
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Mean Reversion (Mike_Trdw)
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Mean Reversion To Trend
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Mean Reversion in Range (The-Goat-Trader)
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Reverting Market (The-Goat-Trader)
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Momentum Rotation (Tactical Allocation) (The-Goat-Trader)
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Grid Trading (Mike_Trdw)
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Arbitrage
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Offset Trades / Trading Pairs
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Index fund rebalancing
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Market timing
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Scalping
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Price Pattern / Candle Stick
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Price Forecasting
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Neural Networks
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News-based
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Market Sentiment
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Trend line
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Break
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Bounce
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Standard SMA
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break (SMA 20D, 50D, 100D, 150D, 200D)
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bounce
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Range Breakout
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Open Range Break Out
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Horizontal Compression Breakout
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Wedge Compression Breakout
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Options
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Covered calls (Chuyito)
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"The Wheel" on LargeCaps (faancy5050)
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Short Iron Condor on SPY 0DTEs (faancy5050)
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Long Straddle or Long Strangle on any earnings (faancy5050)
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Smart Money Concepts (good read, Franco_Love)
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"Martingale" (reckless_homicide)
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Me: It is risky but it is a classic and basic strategy for you to play with. There are good papers on it too, so it made the list.
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BT_2112 mentioned that most of those strategies can profit from applying those on multiple timeframes simultanously. Since I do this too when it comes to my manual trading, I can see how this can be a very good improvement/factor when it comes to algorithmic trading.
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EntrepreV Just dropped the content bomb on us. He mentioned the paper 151 Trading Strategies which is just 370 pages of 151 trading strategies explained including formulas and stuff. I have yet to start reading, but I guess, if you want to have some more strategies to choose from, this might take home the whole cake. Many thanks!
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disaster_story_69 Mentioned having a visit of Trading Views library of pine scripts. I took a look, and it looks like a ton of content one can mine, especially if the pine scripts open source.
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Link to the library (filter = strategies): https://www.tradingview.com/scripts/?script_type=strategies
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Link to the editor's picks (filter = strategies): https://www.tradingview.com/scripts/editors-picks/?script_type=strategies
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While some is noise, some others look like driving legit strategies
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artemiusgreat mentioned several sites dedicated to algorithmic trading (I briefly checked the costs)
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Free: MQL5 Codebase: https://www.mql5.com/en/code/mt5/experts
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600$-1200$/year:
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Papers with backtests: https://paperswithbacktest.com/
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Quantpedia: https://quantpedia.com/screener
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QC codebase: https://www.quantconnect.com/research/
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The-Goat-Trader (got his comment removed for unknown reasons) mentioned Momentum Rotation and pointed to the sources Gary Antonacci GEM, Ned Davis or Meb Faber 3-Way Model, Andreas Clenow for further informations.
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If you want to add to the list, just drop a comment and I will edit the post and add it together with an honorary mention of your username. (If two suggest the same strategy twice, time of comment will be the deciding factor).
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I simply want to implement different strategies and see which is performing which way to test my software and also broaden my knowledge.
Thanks for participating!
List of the Most Basic Algorithmic Trading Strategies
Which algo trading strategy do you use most and why?
Where to find good strategies?
What’s your go-to approach for building algo trading strategies? 🤔
How do you develop an Algo trading strategy?
What is the success rate of algo trading?
There’s no single success rate applicable to all algo trading. The success rate varies widely and depends on the sophistication of the algorithm and the markets in which it’s used. Remember, all trading involves risk and success is never guaranteed.